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How to Train Fast RCNN on ImageNet

5 minute read


I’ve been playing with fast-rcnn for a while. This amazing and wonderful project helps me understand more about deep learning and its beautiful power. However, there’s only a pre-trained fast rcnn model for pascal voc with 20 classes. To use this project in real applications, I need to train a model on the ImageNet detection dataset( For time’s sake, I only chose two classes out of 200 classes). So this blog records what to be done to train a fast rcnn on ImangeNet.



Teaching Assistant

Undergraduate course, UC MERCED, School of Engineering, 2017

CSE 020: Introduction to Computing I